- LLM Application
- Embeddings
- Vector Databases
- Prompt Engineering
- Retrieval-Augmented Generation
Build RAG Applications: Get Started
Completed by Diego Watanabe
June 12, 2025
6 hours (approximately)
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What you will learn
Develop a practical understanding of Retrieval-Augmented Generation (RAG)
Design user-friendly, interactive interfaces for RAG applications using Gradio
Learn about LlamaIndex, its uses in building RAG applications, and how it contrasts with LangChain
Build RAG applications using LangChain and LlamaIndex in Python
Skills you will gain
